Update README.md

README.md

@@ -158,6 +158,34 @@ grid
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/0ROO1Ob2Z-GYPepYyyAGg.png)
 
+
+We can further edit the image:
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/c-1b4J-as6b2p9ZQSSLjK.png)
+```
+fname='image_grid_2-of-4__20240722_150458.png'
+init_image = Image.open(fname).convert("RGB")
+init_image = init_image.resize((768, 768))
+
+prompt      = "A nicely connected white spider web."
+num_samples = 4
+num_rows    = 1
+
+all_images = []
+for _ in range(num_rows):
+    images = img2imgpipe(prompt, image=init_image, 
+                         num_images_per_prompt=num_samples, strength=0.8, num_inference_steps=10, guidance_scale=20).images
+    all_images.extend(images)
+
+grid = image_grid(images, num_rows, num_samples, save_individual_files=True)
+grid
+```
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/izv21tOqJntVAwes0TEzu.png)
+
+A detailed view of one of them:
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/Ik7RkGzrx0N8gkNfkei3j.png)
+
 ## Fine-tuning script 
 
 Download this script: [SD2x DreamBooth-Fine-Tune.ipynb](https://huggingface.co/lamm-mit/SD2x-leaf-inspired/resolve/main/SD2x_DreamBooth_Fine-Tune.ipynb)